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int32
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string
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float64
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list
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list
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bool
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float64
electronic_band_gap_type
string
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float64
adsorption_energy
float64
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float64
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float64
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float64
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float64
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string
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list
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list
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list
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string
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PO_4921056346161055472847275
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2025-04-16T15:44:28
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-1,314.904331
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[]
null
null
null
null
null
null
2.581852
1.011411
null
CO_3391233571507865687414672
3391233571507865687414672267357722710173999412820839609589522955987174538782999435890874453742835695917221236171762649769604821916432057454983232981525795
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[ true, true, true ]
Mo122
Mo
A
[ "Mo" ]
[ 1 ]
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122
1
3
[ 1, 1, 1 ]
[ "di-sia" ]
null
data/MD/5165/MD_7964639482890510039065165.json
data/MD/6111/MD_6076148453916914294816111.json
null
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PO_4914672147222152158803332
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2025-04-16T18:30:26
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-536.545066
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[]
null
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null
CO_6185903241968373992006512
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[ true, true, true ]
Nb53
Nb
A
[ "Nb" ]
[ 1 ]
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53
1
3
[ 1, 1, 1 ]
[ "short_range" ]
null
data/MD/5165/MD_7964639482890510039065165.json
data/MD/6382/MD_9956398272747366291036382.json
null
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PO_1000018352371569430437356
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2025-04-16T17:19:02
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-678.854593
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true
null
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null
null
null
7.299314
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null
CO_1385000464627023387369489
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[ true, true, true ]
Ta3W51
TaW17
A17B
[ "Ta", "W" ]
[ 0.05555555555555555, 0.9444444444444444 ]
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data/MD/5165/MD_7964639482890510039065165.json
data/MD/7387/MD_1150024689564102965157387.json
null
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PO_1000208269830792150336851
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2025-04-16T15:45:08
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-579.2091
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true
null
null
null
null
null
7.461406
2.947109
null
CO_2306129026631583724387133
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[ true, true, true ]
Mo2Nb8Ta15V12W17
Mo2Nb8Ta15V12W17
A17B15C12D8E2
[ "Mo", "Nb", "Ta", "V", "W" ]
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54
5
3
[ 1, 1, 1 ]
[ "hea_small" ]
null
data/MD/5165/MD_7964639482890510039065165.json
data/MD/7140/MD_1099992085483759878267140.json
null
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{"input": {"encut": {"value": 500, "units": "eV"}}, "hash": "7964639482890510039065165051658847026093934348828101062120947938162970662739496050937512370254508847409185916777813992712077345296435453266837166248028598", "id": "MD_7964639482890510039065165"}
PO_1000373779309875825782329
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2025-04-16T16:30:40
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-1,194.279507
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true
null
null
null
null
null
9.061238
3.394378
null
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[ true, true, true ]
Nb42Ta43V43
Nb42Ta43V43
A43B43C42
[ "Nb", "Ta", "V" ]
[ 0.328125, 0.3359375, 0.3359375 ]
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128
3
3
[ 1, 1, 1 ]
[ "liquid_composition" ]
null
data/MD/5165/MD_7964639482890510039065165.json
data/MD/9184/MD_1179945058775897406659184.json
null
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{"input": {"encut": {"value": 500, "units": "eV"}}, "hash": "7964639482890510039065165051658847026093934348828101062120947938162970662739496050937512370254508847409185916777813992712077345296435453266837166248028598", "id": "MD_7964639482890510039065165"}
PO_1000595137701026306625828
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2025-04-16T21:37:17
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-7.669686
[ [ -46.48165103, 0, 1e-8 ], [ 46.48165103, 0, -1e-8 ] ]
[]
null
null
null
null
null
null
46.481651
46.481651
null
CO_1099331263344037934944594
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[ [ 0, 0, 0 ], [ 1.6, 0, 0 ] ]
[ true, true, true ]
Mo2
Mo
A
[ "Mo" ]
[ 1 ]
[ 42, 42 ]
2
1
3
[ 1, 1, 1 ]
[ "dimer" ]
null
data/MD/5165/MD_7964639482890510039065165.json
data/MD/8042/MD_3665156541636526551758042.json
null
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PO_1003015796027611514763266
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2025-04-16T15:43:39
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-571.54654
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true
null
null
null
null
null
8.667039
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null
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[ true, true, true ]
Mo10Nb22W22
Mo5Nb11W11
A11B11C5
[ "Mo", "Nb", "W" ]
[ 0.18518518518518517, 0.4074074074074074, 0.4074074074074074 ]
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54
3
3
[ 1, 1, 1 ]
[ "composition" ]
null
data/MD/5165/MD_7964639482890510039065165.json
data/MD/4825/MD_1155704785166962397464825.json
null
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{"input": {"encut": {"value": 500, "units": "eV"}}, "hash": "7964639482890510039065165051658847026093934348828101062120947938162970662739496050937512370254508847409185916777813992712077345296435453266837166248028598", "id": "MD_7964639482890510039065165"}
PO_4904317451499466562649442
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2025-04-16T19:00:56
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
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2025-04-17T17:45:49
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2025-04-16T18:34:55
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2025-04-16T16:56:16
DS_0shp3qrqk9k9_0
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2025-04-16T16:22:41
DS_0shp3qrqk9k9_0
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2025-04-16T22:03:29
DS_0shp3qrqk9k9_0
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2025-04-16T18:14:58
DS_0shp3qrqk9k9_0
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2025-04-16T21:51:46
DS_0shp3qrqk9k9_0
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2025-04-16T21:37:22
DS_0shp3qrqk9k9_0
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2025-04-16T18:57:08
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10108298726609016501686304585773410024446520349124376893078557048537753617477077808067564755301811115365984792194081093350350433473051766529210062076602077
2025-04-17T17:56:16
DS_0shp3qrqk9k9_0
1
VASP
DFT-PBE
-492.186944
[ [ 0.53226982, 0.1911236, 1.00496302 ], [ 2.98587388, -1.24717469, -3.17667116 ], [ -0.14249075, -0.33952737, 0.36890443 ], [ 0.46214328, 0.10530143, 2.25729867 ], [ 0.95716014, 0.25275333, -2.0165255 ], [ -0.33304504, 0.16115456...
[ [ -0.24490863548119507, 0.0008720262060136535, -0.00202864026213108 ], [ 0.0008720262060136535, -0.24423390337865056, 0.004535611059142476 ], [ -0.00202864026213108, 0.004535611059142476, -0.24544575479053202 ] ]
true
null
null
null
null
null
6.406019
2.22074
null
CO_6129488111344112368653027
6129488111344112368653027712748970517114585362808923279203609362463597919307058850987966466533925643258515517044358123545757101420482957339276034380232701
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[ [ 8.7, 0, 0 ], [ 0, 8.7, 0 ], [ 0, 0, 8.7 ] ]
[ [ -0.04238414, -0.01676741, -0.09457552 ], [ 1.33212677, 1.45736391, 1.62625913 ], [ 0.09765221, -0.01279467, 2.88143015 ], [ 1.47930152, 1.43517438, 4.23694789 ], [ -0.03234636, 0.00019361, 5.85656484 ], [ 1.49645784, 1.4670605...
[ true, true, true ]
Mo11V43
Mo11V43
A43B11
[ "Mo", "V" ]
[ 0.2037037037037037, 0.7962962962962963 ]
[ 42, 23, 23, 23, 23, 23, 23, 42, 42, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 23, 42, 23, 23, 23, 42, 23, 23, 23, 42, 23, 42, 23, 23, 23, 42, 23, 23, 23, 23, 42, 23, 23, 23, 23, 23, 23, 23, 42, 42, ...
54
2
3
[ 1, 1, 1 ]
[ "binary_alloys" ]
null
data/MD/5165/MD_7964639482890510039065165.json
data/MD/7387/MD_1150024689564102965157387.json
null
{"configuration_type": "binary_alloys", "hash": "11500246895641029651573874059192165448132640136435773928629088148322484062500376688738698176888958412288984324969982811759240838852180177044023731836797642", "id": "MD_1150024689564102965157387"}
{"input": {"encut": {"value": 500, "units": "eV"}}, "hash": "7964639482890510039065165051658847026093934348828101062120947938162970662739496050937512370254508847409185916777813992712077345296435453266837166248028598", "id": "MD_7964639482890510039065165"}
End of preview. Expand in Data Studio

Cite this dataset Byggmästar, J., Nordlund, K., and Djurabekova, F. MoNbTaVW PRB2021. ColabFit, 2023. https://doi.org/10.60732/00dc545a

This dataset has been curated and formatted for the ColabFit Exchange

This dataset is also available on the ColabFit Exchange:

https://materials.colabfit.org/id/DS_0shp3qrqk9k9_0

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Dataset Name

MoNbTaVW PRB2021

Description

This dataset was originally designed to fit a GAP model for the Mo-Nb-Ta-V-W quinary system that was used to study segregation and defects in the body-centered-cubic refractory high-entropy alloy MoNbTaVW.

Dataset authors

Jesper Byggmästar, Kai Nordlund, Flyura Djurabekova

Publication

https://doi.org/10.1103/PhysRevB.104.104101

Original data link

https://doi.org/10.23729/1b845398-5291-4447-b417-1345acdd2eae

License

CC-BY-4.0

Number of unique molecular configurations

2329

Number of atoms

127913

Elements included

Mo, Nb, Ta, V, W

Properties included

energy, atomic forces, cauchy stress


Usage

  • ds.parquet : Aggregated dataset information.
  • co/ directory: Configuration rows each include a structure, calculated properties, and metadata.
  • cs/ directory : Configuration sets are subsets of configurations grouped by some common characteristic. If cs/ does not exist, no configurations sets have been defined for this dataset.
  • cs_co_map/ directory : The mapping of configurations to configuration sets (if defined).

ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:

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